---
title: "INTERCUT case study: an AI sales agent for the German B2B market"
description: "How Leeeds helped INTERCUT automate B2B partner discovery in Germany, analyze websites and prepare personalized sales emails."
canonical: "https://leeeds.eu/en/case-study/intercut-ai-sales-agent"
language: "en"
client: "INTERCUT · industrial chemistry"
updated: "2026-06-03"
---

# We built an AI sales agent that never sleeps, analyzes websites and writes fluent German

Leeeds helped INTERCUT find relevant B2B partners in Germany, understand their market role and prepare first-touch emails that do not feel like another bulk campaign.

## Context

- Category: Case study
- Date: January 3, 2026
- Client: INTERCUT · industrial chemistry
- Canonical page: https://leeeds.eu/en/case-study/intercut-ai-sales-agent
- Related service: Leeeds.eu AI B2B lead generation and sales automation

## Proof Points

- German B2B market
- AI website analysis
- Personalized emails
- Human-in-the-loop

## Cold outreach without the manual grind

Cold outreach usually means hours of repetitive work: finding companies, browsing websites, saving contacts, guessing relevance and writing messages that do not sound like spam.

For INTERCUT, we built that process as a sales system. The goal was not just to find an email address. The goal was to understand the company, classify its role and prepare a useful sales message in business German.

## The brief: find partners and understand their role

INTERCUT needed a systematic way to discover B2B partners in Germany. Some companies were potential production customers, others were better suited for distributor cooperation.

A plain contact list was not enough. The system had to read public company context, prioritize contacts and create a message that matched the business situation.

## How the system works under the hood

Leeeds combines public company data, deep website reading, AI classification and human approval. The output is not just a spreadsheet of contacts. It is a prepared sales action.

### 1. Contact hunter

The system searches public sources by region and segment, turning random manual research into a repeatable pipeline of companies, websites, phone numbers and commercial signals.

### 2. Deep website research

When an email is not visible immediately, the crawler checks contact pages, team sections and legal information. Noise is filtered out and higher-value addresses are prioritized.

### 3. AI classification and message angle

AI reads the available website content and classifies whether the company looks like a manufacturer, buyer or distributor. The sales angle changes accordingly.

### 4. Human final approval

Leeeds prepares a draft instead of blindly sending. A salesperson can review the company analysis, edit the message, approve it or skip it.

## Why this is more than a scraper

A scraper can produce rows in a spreadsheet. Leeeds goes further: it combines contact data with business context, safety checks, campaigns and a client-facing review layer.

The client does not receive just an export. They get a working flow: new contacts, company context, message drafts, pre-send review, campaign history and next actions after replies.

## What it delivered

### Time: minutes instead of hours

Research stopped being a manual chore. Salespeople worked with prepared candidates.

### Quality: real company context

Emails used public facts about the company instead of a universal template.

### Control: AI with a human brake

Automation accelerated the work while the final decision stayed with a human.

## This is not another lead list

The biggest value was not simply finding an email. It was giving the salesperson a reason to contact that company and a first message they could actually use.

That is the principle behind Leeeds: less copying data, more qualified sales actions.

## Related Reading

- Leeeds vs Apollo comparison: https://leeeds.eu/en/case-study/leeeds-vs-apollo
- GDPR B2B lead generation guide: https://leeeds.eu/en/case-study/gdpr-b2b-lead-generation

## Next Step

Want a similar AI sales system?

Tell us about your market, customer or product. We will show you how contact discovery, qualification and the first outreach can work in your niche.